"""
# ==============================================================================
# Apache 2.0 License (ngeodesic.ai)
# ==============================================================================
# Copyright 2025 Ian C. Moore (Provisional Patents #63/864,726, #63/865,437, #63/871,647 and #63/872,334)
# Email: ngeodesic@gmail.com
# Part of Noetic Geodesic Framework (NGF)
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""

import sys, json, glob, os, math

def load(path):
    with open(path, 'r') as f:
        return json.load(f)

def main():
    paths = sys.argv[1:] or glob.glob(".artifacts/defi/audit_bench*/metrics_audit.json")
    if not paths:
        print("No metrics_audit.json found", file=sys.stderr)
        sys.exit(1)
    print("suite,coverage,abstain,hallu,multi,span_yield,tau_rel,tau_abs")
    for p in sorted(paths):
        m = load(p)
        params = m.get("params", {})
        print(",".join([
            os.path.dirname(p),
            f"{m.get('coverage',0):.4f}",
            f"{m.get('abstain_rate',0):.4f}",
            f"{m.get('hallucination_rate',0):.4f}",
            f"{m.get('multi_accept_rate',0):.4f}",
            f"{m.get('span_yield_rate',0):.4f}",
            f"{params.get('tau_rel',0):.2f}",
            f"{params.get('tau_abs',0):.2f}",
        ]))
if __name__ == "__main__":
    main()
